Umesh Rathod
Data Engineer | GCP & Big Data Expert | Building Scalable Data Pipelines with Python, PySpark & BigQuery | 6+ Years of Impactful Solutions #google cloud certified
- Role
- Senior Manager at L&T Finance
- Location
- Mumbai, MH, IN
- LinkedIn followers
- 500 followers
Experience
Senior Manager
Aug 2024 — Present · Mumbai, IN
Engineered scalable data transformation scripts using Python and Pandas, enhancing data quality for BigQuery ingestion.Developed streaming and batch pipelines with Apache Beam on Cloud Dataflow, achieving sub-minute latency for real-time event processing.Deployed containerized Python services on Cloud Run for ML inference and REST APIs, ensuring zero-downtime CI/CD with Cloud Build.Optimized SQL queries with windowing functions, reducing BigQuery costs by 40% for petabyte-scale analytical workloads.Orchestrated custom ETL workflows on GCE VM instances with Python and Pandas, handling high-throughput batch data processing.
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